Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-18 1.393290 1.732906 2.184171 2.852336 3.864846 5.437593 8.307069e+00
2025-05-25 1.001496 1.377429 1.966104 3.048945 5.276722 10.701283 3.239013e+01
2025-06-01 0.783081 1.139462 1.754117 3.056767 6.436153 19.158240 2.190336e+02
2025-06-08 0.637413 0.959624 1.549813 2.924420 7.163457 31.219862 1.904541e+06
2025-06-15 0.564720 0.880023 1.494782 3.082974 9.131281 76.411237 NaN
2025-06-22 0.500208 0.798242 1.405455 3.099376 10.775901 207.532489 NaN
2025-06-29 0.443493 0.719116 1.297756 3.002070 11.832900 663.101056 NaN
2025-07-06 0.400482 0.658754 1.215950 2.942775 13.185558 8820.515134 NaN
2025-07-13 0.382730 0.645152 1.238701 3.255120 18.968949 NaN NaN
2025-07-20 0.361466 0.620455 1.227487 3.444800 25.607041 NaN NaN
2025-07-27 0.336202 0.583400 1.175465 3.438826 30.404174 NaN NaN
2025-08-03 0.310372 0.541822 1.102882 3.303837 32.507781 NaN NaN
2025-08-10 0.294051 0.519788 1.080998 3.408110 43.259443 NaN NaN
2025-08-17 0.282069 0.505953 1.079443 3.624712 66.704778 NaN NaN
2025-08-24 0.266304 0.481528 1.042059 3.628420 85.902553 NaN NaN
2025-08-31 0.248602 0.450779 0.980395 3.458069 90.320375 NaN NaN
2025-09-07 0.240249 0.440915 0.979976 3.660845 158.963607 NaN NaN
2025-09-14 0.229240 0.423565 0.953088 3.681880 231.608789 NaN NaN
2025-09-21 0.216809 0.401677 0.908313 3.557109 265.888715 NaN NaN
2025-09-28 0.206299 0.383556 0.872990 3.481310 335.560199 NaN NaN
2025-10-05 0.203728 0.384426 0.899431 3.882536 2141.641142 NaN NaN
2025-10-12 0.198748 0.378821 0.903361 4.128494 344802.578780 NaN NaN
2025-10-19 0.191057 0.365723 0.879290 4.120721 NaN NaN NaN